Yura Perov

Nonparametric Bayesian models for unsupervised activity recognition and tracking

Human locomotion and activity recognition systems form a critical part in a robot's ability to safely and effectively operate in a environment populated with human end users. Previous work in this area relies upon strong assumptions about the labels in the training data; e.g. that are noise-free and…